Dhaka, Bangladesh 🇧🇩

Published AI researcher specializing in LLMs, RAG systems, and healthcare analytics. Master's in Financial Engineering. 3x Microsoft Certified. Passionate about building intelligent systems and advancing AI innovation.

Currently: Remote Research Assistant @ Q1 Edit | Master's Student in Financial Engineering @ WorldQuant University

PyTorch · TensorFlow · Keras · Scikit-learn · Hugging Face
LLM Development · Fine-tuning · Prompt Engineering · RAG Systems
Model Evaluation · Agentic AI Workflows · Vector Databases (Pinecone)

Credit Risk Modeling · Predictive Analytics · Financial Forecasting
ML for Credit Decisioning · Time Series Analysis · Data Processing

Python (Advanced) · SQL (MySQL, PostgreSQL) · R · JavaScript · Java
Jupyter · Git/GitHub · MATLAB · Power BI · Tableau

Apache Spark · Kafka · ETL Pipelines
AWS (EC2, S3, SageMaker) · GCP (Vertex AI, BigQuery) · Azure ML
Git/GitHub · Docker · CI/CD · GPU-based Training

LangChain · LlamaIndex · spaCy · NLTK · OpenCV · YOLO · FastAI
Pandas · NumPy · Scikit-learn · XGBoost · LightGBM

SmartHeart: A conceptual framework for explainable machine learning in cardiovascular risk prediction

• 📕 Computers in Biology and Medicine | Elsevier
• Impact Factor: 6.3 (Q1) | October 2025
• DOI: 10.1016/j.compbiomed.2025.111221

• Toward Explainable Cardiovascular Disease Diagnosis - ICDAI 2023 (Springer Nature)
• Implementing an Alarm Based Driver Drowsiness Detection System - IEEE RESEM 2023
• Synergistic Precision: Advancing Prostate Cancer Diagnosis - MAiTRI-2024 (Springer)
• Integration of Machine Learning Models into Clinical Practice - AISTS-2025
• Thyroid Tumor Ultrasound Image Classification Enhanced by XAI - AISTS-2025

• ✅ Azure Data Scientist Associate
• ✅ Azure AI Engineer Associate

• 🎓 Large Language Model Agents MOOC (UC Berkeley) - 2024
• 🎓 Advanced LLM Agents MOOC (UC Berkeley) - 2025
• 🎓 Agentic AI MOOC (UC Berkeley) - 2025
• 🎓 AI Programming with Python Nanodegree (Udacity)
• 🎓 Aspire Leaders Program (Harvard University) - Fully-funded
• 🚀 AWS AI & ML Scholarship - Fully-funded

• 🏆 DataCamp 2023: Top 1% Streak for 77 Days (800,000+ XP)
• 🏆 Data Science Club - Data Dynamo of the Month (2023)
• 🏆 STUDY IN INDIA (SII) Government Scholarship
• 🏆 Finalist in Intellify Hackathon 2023

ML-based diagnostic accuracy enhancement with clinical data analysis

OpenAI API-powered real-time market analysis platform

NLP & ML-based healthcare accessibility solution

Sentiment analysis for smart restaurant recommendations

LSTM neural networks for financial time-series prediction

Collaborative filtering system with advanced ML techniques

Research & Development

• Published researcher with 6+ peer-reviewed publications
• Expertise in healthcare analytics, explainable AI (XAI), and financial modeling
• Strong background in ML methodology and statistical analysis

Technical Leadership

• Experience mentoring teams and cross-functional collaboration
• Technical writing and documentation expertise
• Proficient in presenting complex AI/ML concepts

Production-Ready Development

• MLOps best practices and model deployment
• Cloud platform expertise (AWS, GCP, Azure)
• Git-based version control and CI/CD workflows

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• Large Language Models - Development, fine-tuning, deployment
• RAG Systems - Building retrieval-augmented generation applications
• Financial AI - Credit risk, predictive modeling, time series
• Explainable AI (XAI) - Interpretable machine learning models
• Healthcare Analytics - ML applications in medical diagnostics
• Cloud ML Solutions - AWS SageMaker, GCP Vertex AI, Azure ML

• Advanced agentic AI patterns and frameworks
• Multimodal AI applications
• Production MLOps at scale
• Financial engineering applications of AI

• 🎓 Pursuing Master's in Financial Engineering while researching AI applications
• 🌍 Helping bridge healthcare gaps through AI-powered diagnostic tools
• 🚀 Passionate about open-source ML and AI innovation
• 📊 Completed 6+ international research conferences

Publications:        6
Certifications:      10+
Research Areas:      3 (LLMs, Healthcare AI, Financial AI)
GitHub Projects:     50+
Conference Talks:    6+